Energy-Accuracy Balanced Indoor Positioning Using Tabular Q-Learning and Dynamic Kalman Filter
In Indoor Positioning Systems, continuous high-frequency Wi-Fi fingerprint scanning is a primary cause of battery depletion in resource-constrained IoT mobile nodes. While simply extending the scan interval can reduce energy consumption, it often fails to effectively compensate for the resulting data sparsity and posit...